• DocumentCode
    243511
  • Title

    Chartists and Fundamentalists in an Agent Based Herding Model

  • Author

    Masmoudi, Souhir

  • Author_Institution
    CERGAM, Aix-Marseille Univ., Aix-en-Provence, France
  • fYear
    2014
  • fDate
    21-25 July 2014
  • Firstpage
    456
  • Lastpage
    461
  • Abstract
    Under an artificial asset market, we propose a model in which agents choose either a chartist or a fundamentalist forecasting rule and interact with each other. Agent´s anticipations of prices depend on the past performance of investment strategies. The interactions between these two trader types may generate cyclical dynamics. An alternative dominance of both trader types is observed in the market according to the relative success of the strategies. The magnitude of this dynamics is affected by the noise included in these rules. The population of the competing forecasting strategies also depends on the confidence of fundamentalists in the return to fundamentals and on the amount of trust in past price movement for chartists. Moreover such dynamics generate wide price fluctuations.
  • Keywords
    forecasting theory; investment; multi-agent systems; pricing; agent based herding model; artificial asset market; chartist rule; fundamentalist forecasting rule; investment strategies; price fluctuation; trader types; Computational modeling; Fluctuations; Forecasting; Investment; Noise; Sociology; Time series analysis; agent based model; forecasting strategies; herd behavior; interacting agents;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International
  • Conference_Location
    Vasteras
  • Type

    conf

  • DOI
    10.1109/COMPSACW.2014.77
  • Filename
    6903172